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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 318869  42.699%  (99.585% of non-spam corpus)
# Correctly spam:     300870  40.289%  (70.530% of spam corpus)
# False positives:      1329  0.178%  (0.415% of nonspam,  51570 weighted)
# False negatives:    125714  16.834%  (29.470% of spam, 312899 weighted)
# Average score for spam:  9.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              746782  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39720  99.57%
# Correctly spam:      37489  70.52%
# False positives:       171  0.43%
# False negatives:     15670  29.48%
# TCR(l=50): 2.194839  SpamRecall: 70.522%  SpamPrec: 99.546%

##### 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: 310286  96.90%
# Correctly spam:     157566  36.94%
# False positives:      9912  3.10%
# False negatives:    269018  63.06%
# TCR(l=50): 0.557905  SpamRecall: 36.937%  SpamPrec: 94.082%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38634  96.85%
# Correctly spam:      19559  36.79%
# False positives:      1257  3.15%
# False negatives:     33600  63.21%
# TCR(l=50): 0.551156  SpamRecall: 36.793%  SpamPrec: 93.961%