##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166492  15.426%  (93.960% of non-spam corpus)
# Correctly spam:     632578  58.609%  (70.120% of spam corpus)
# False positives:     10702  0.992%  (6.040% of nonspam, 1452430 weighted)
# False negatives:    269554  24.974%  (29.880% of spam, 381577 weighted)
# Average score for spam:  7.2    nonspam: 0.7
# Average for false-pos:   5.3  false-neg: 1.4
# TOTAL:              1079326  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20982  94.22%
# Correctly spam:      79075  70.21%
# False positives:      1287  5.78%
# False negatives:     33550  29.79%
# TCR(l=50): 1.150409  SpamRecall: 70.211%  SpamPrec: 98.398%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174800  98.65%
# Correctly spam:     239917  26.59%
# False positives:      2394  1.35%
# False negatives:    662215  73.41%
# TCR(l=50): 1.153747  SpamRecall: 26.594%  SpamPrec: 99.012%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21941  98.53%
# Correctly spam:      29844  26.50%
# False positives:       328  1.47%
# False negatives:     82781  73.50%
# TCR(l=50): 1.135550  SpamRecall: 26.499%  SpamPrec: 98.913%
