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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176378  29.396%  (98.104% of non-spam corpus)
# Correctly spam:     371955  61.991%  (88.512% of spam corpus)
# False positives:      3409  0.568%  (1.896% of nonspam, 261350 weighted)
# False negatives:     48275  8.046%  (11.488% of spam, 133248 weighted)
# Average score for spam:  15.6    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.8
# TOTAL:              600017  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22125  98.02%
# Correctly spam:      46421  88.65%
# False positives:       448  1.98%
# False negatives:      5945  11.35%
# TCR(l=50): 1.847451  SpamRecall: 88.647%  SpamPrec: 99.044%

##### 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: 178126  99.08%
# Correctly spam:     171751  40.87%
# False positives:      1661  0.92%
# False negatives:    248479  59.13%
# TCR(l=50): 1.267551  SpamRecall: 40.871%  SpamPrec: 99.042%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22356  99.04%
# Correctly spam:      21199  40.48%
# False positives:       217  0.96%
# False negatives:     31167  59.52%
# TCR(l=50): 1.246305  SpamRecall: 40.482%  SpamPrec: 98.987%