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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 235661  15.481%  (97.495% of non-spam corpus)
# Correctly spam:     966983  63.523%  (75.514% of spam corpus)
# False positives:      6054  0.398%  (2.505% of nonspam, 917905 weighted)
# False negatives:    313552  20.598%  (24.486% of spam, 879439 weighted)
# Average score for spam:  7.7    nonspam: 1.0
# Average for false-pos:   5.7  false-neg: 2.8
# TOTAL:              1522250  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29466  97.41%
# Correctly spam:     120929  75.56%
# False positives:       783  2.59%
# False negatives:     39120  24.44%
# TCR(l=50): 2.044832  SpamRecall: 75.557%  SpamPrec: 99.357%

##### 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: 235603  97.47%
# Correctly spam:     741631  57.92%
# False positives:      6112  2.53%
# False negatives:    538904  42.08%
# TCR(l=50): 1.516316  SpamRecall: 57.916%  SpamPrec: 99.183%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29506  97.54%
# Correctly spam:      92477  57.78%
# False positives:       743  2.46%
# False negatives:     67572  42.22%
# TCR(l=50): 1.528323  SpamRecall: 57.780%  SpamPrec: 99.203%