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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 190880  42.940%  (99.625% of non-spam corpus)
# Correctly spam:     182660  41.091%  (72.218% of spam corpus)
# False positives:       719  0.162%  (0.375% of nonspam,  28224 weighted)
# False negatives:     70270  15.808%  (27.782% of spam, 116195 weighted)
# Average score for spam:  10.8    nonspam: 0.5
# Average for false-pos:   5.9  false-neg: 1.7
# TOTAL:              444529  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23911  99.49%
# Correctly spam:      22504  71.30%
# False positives:       123  0.51%
# False negatives:      9059  28.70%
# TCR(l=50): 2.075284  SpamRecall: 71.299%  SpamPrec: 99.456%

##### 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: 186043  97.10%
# Correctly spam:     153173  60.56%
# False positives:      5556  2.90%
# False negatives:     99757  39.44%
# TCR(l=50): 0.669912  SpamRecall: 60.559%  SpamPrec: 96.500%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23305  96.97%
# Correctly spam:      19181  60.77%
# False positives:       729  3.03%
# False negatives:     12382  39.23%
# TCR(l=50): 0.646359  SpamRecall: 60.771%  SpamPrec: 96.339%