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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165278  12.991%  (94.794% of non-spam corpus)
# Correctly spam:     961122  75.543%  (87.540% of spam corpus)
# False positives:      9077  0.713%  (5.206% of nonspam, 1757807 weighted)
# False negatives:    136803  10.753%  (12.460% of spam, 385588 weighted)
# Average score for spam:  7.7    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              1272280  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20723  94.60%
# Correctly spam:     119682  87.36%
# False positives:      1184  5.40%
# False negatives:     17310  12.64%
# TCR(l=50): 1.790511  SpamRecall: 87.364%  SpamPrec: 99.020%

##### 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: 166354  95.41%
# Correctly spam:     187363  17.07%
# False positives:      8001  4.59%
# False negatives:    910562  82.93%
# TCR(l=50): 0.837719  SpamRecall: 17.065%  SpamPrec: 95.905%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20873  95.28%
# Correctly spam:      23018  16.80%
# False positives:      1034  4.72%
# False negatives:    113974  83.20%
# TCR(l=50): 0.826877  SpamRecall: 16.802%  SpamPrec: 95.701%