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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 220116  31.260%  (99.706% of non-spam corpus)
# Correctly spam:     406147  57.680%  (84.023% of spam corpus)
# False positives:       648  0.092%  (0.294% of nonspam,  96442 weighted)
# False negatives:     77229  10.968%  (15.977% of spam, 166661 weighted)
# Average score for spam:  15.9    nonspam: -0.7
# Average for false-pos:   6.8  false-neg: 2.2
# TOTAL:              704140  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27524  99.68%
# Correctly spam:      50773  84.15%
# False positives:        87  0.32%
# False negatives:      9564  15.85%
# TCR(l=50): 4.336424  SpamRecall: 84.149%  SpamPrec: 99.829%

##### 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: 218421  98.94%
# Correctly spam:     260067  53.80%
# False positives:      2343  1.06%
# False negatives:    223309  46.20%
# TCR(l=50): 1.419777  SpamRecall: 53.802%  SpamPrec: 99.107%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27349  99.05%
# Correctly spam:      32321  53.57%
# False positives:       262  0.95%
# False negatives:     28016  46.43%
# TCR(l=50): 1.467482  SpamRecall: 53.567%  SpamPrec: 99.196%