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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166452  36.905%  (96.283% of non-spam corpus)
# Correctly spam:     225988  50.105%  (81.246% of spam corpus)
# False positives:      6425  1.425%  (3.717% of nonspam, 301588 weighted)
# False negatives:     52165  11.566%  (18.754% of spam, 144878 weighted)
# Average score for spam:  9.2    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              451030  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20831  95.82%
# Correctly spam:      28300  81.34%
# False positives:       909  4.18%
# False negatives:      6492  18.66%
# TCR(l=50): 0.669824  SpamRecall: 81.341%  SpamPrec: 96.888%

##### 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: 166331  96.21%
# Correctly spam:     154989  55.72%
# False positives:      6546  3.79%
# False negatives:    123164  44.28%
# TCR(l=50): 0.617481  SpamRecall: 55.721%  SpamPrec: 95.948%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20931  96.28%
# Correctly spam:      19562  56.23%
# False positives:       809  3.72%
# False negatives:     15230  43.77%
# TCR(l=50): 0.624856  SpamRecall: 56.226%  SpamPrec: 96.029%