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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149933  18.310%  (99.163% of non-spam corpus)
# Correctly spam:     584416  71.368%  (87.530% of spam corpus)
# False positives:      1266  0.155%  (0.837% of nonspam, 370372 weighted)
# False negatives:     83259  10.167%  (12.470% of spam, 210544 weighted)
# Average score for spam:  9.6    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.5
# TOTAL:              818874  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18838  99.19%
# Correctly spam:      72812  87.41%
# False positives:       153  0.81%
# False negatives:     10490  12.59%
# TCR(l=50): 4.592172  SpamRecall: 87.407%  SpamPrec: 99.790%

##### 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: 150335  99.43%
# Correctly spam:     331561  49.66%
# False positives:       864  0.57%
# False negatives:    336114  50.34%
# TCR(l=50): 1.760217  SpamRecall: 49.659%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18886  99.45%
# Correctly spam:      41213  49.47%
# False positives:       105  0.55%
# False negatives:     42089  50.53%
# TCR(l=50): 1.759691  SpamRecall: 49.474%  SpamPrec: 99.746%