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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147980  12.222%  (98.409% of non-spam corpus)
# Correctly spam:     999878  82.584%  (94.295% of spam corpus)
# False positives:      2392  0.198%  (1.591% of nonspam, 544060 weighted)
# False negatives:     60495  4.997%  (5.705% of spam, 172273 weighted)
# Average score for spam:  14.2    nonspam: 0.5
# Average for false-pos:   6.5  false-neg: 2.8
# TOTAL:              1210745  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18593  98.38%
# Correctly spam:     123813  93.53%
# False positives:       307  1.62%
# False negatives:      8571  6.47%
# TCR(l=50): 5.534217  SpamRecall: 93.526%  SpamPrec: 99.753%

##### 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: 148270  98.60%
# Correctly spam:     650352  61.33%
# False positives:      2102  1.40%
# False negatives:    410021  38.67%
# TCR(l=50): 2.058493  SpamRecall: 61.332%  SpamPrec: 99.678%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18618  98.51%
# Correctly spam:      81249  61.37%
# False positives:       282  1.49%
# False negatives:     51135  38.63%
# TCR(l=50): 2.029340  SpamRecall: 61.374%  SpamPrec: 99.654%