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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 172458  32.932%  (98.004% of non-spam corpus)
# Correctly spam:     287977  54.991%  (82.821% of spam corpus)
# False positives:      3513  0.671%  (1.996% of nonspam, 597506 weighted)
# False negatives:     59734  11.407%  (17.179% of spam, 146757 weighted)
# Average score for spam:  10.8    nonspam: -0.8
# Average for false-pos:   8.6  false-neg: 2.5
# TOTAL:              523682  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21639  97.82%
# Correctly spam:      35914  82.83%
# False positives:       483  2.18%
# False negatives:      7443  17.17%
# TCR(l=50): 1.372361  SpamRecall: 82.833%  SpamPrec: 98.673%

##### 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: 172150  97.83%
# Correctly spam:     141696  40.75%
# False positives:      3821  2.17%
# False negatives:    206015  59.25%
# TCR(l=50): 0.875703  SpamRecall: 40.751%  SpamPrec: 97.374%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21634  97.79%
# Correctly spam:      17697  40.82%
# False positives:       488  2.21%
# False negatives:     25660  59.18%
# TCR(l=50): 0.866101  SpamRecall: 40.817%  SpamPrec: 97.316%