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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 641344  39.774%  (99.579% of non-spam corpus)
# Correctly spam:     782757  48.544%  (80.828% of spam corpus)
# False positives:      2712  0.168%  (0.421% of nonspam, 114956 weighted)
# False negatives:    185663  11.514%  (19.172% of spam, 409873 weighted)
# Average score for spam:  10.7    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.2
# TOTAL:              1612476  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  79853  99.38%
# Correctly spam:      97810  80.88%
# False positives:       496  0.62%
# False negatives:     23124  19.12%
# TCR(l=50): 2.523454  SpamRecall: 80.879%  SpamPrec: 99.495%

##### 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: 628679  97.61%
# Correctly spam:     404825  41.80%
# False positives:     15377  2.39%
# False negatives:    563595  58.20%
# TCR(l=50): 0.726799  SpamRecall: 41.803%  SpamPrec: 96.341%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  78436  97.62%
# Correctly spam:      50693  41.92%
# False positives:      1913  2.38%
# False negatives:     70241  58.08%
# TCR(l=50): 0.728997  SpamRecall: 41.918%  SpamPrec: 96.364%