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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254860  38.727%  (98.876% of non-spam corpus)
# Correctly spam:     264393  40.176%  (66.044% of spam corpus)
# False positives:      2897  0.440%  (1.124% of nonspam, 135086 weighted)
# False negatives:    135936  20.656%  (33.956% of spam, 335929 weighted)
# Average score for spam:  6.8    nonspam: 0.7
# Average for false-pos:   6.0  false-neg: 2.5
# TOTAL:              658086  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31830  98.85%
# Correctly spam:      33244  66.57%
# False positives:       369  1.15%
# False negatives:     16698  33.43%
# TCR(l=50): 1.420906  SpamRecall: 66.565%  SpamPrec: 98.902%

##### 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: 249812  96.92%
# Correctly spam:     144830  36.18%
# False positives:      7945  3.08%
# False negatives:    255499  63.82%
# TCR(l=50): 0.613297  SpamRecall: 36.178%  SpamPrec: 94.800%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31203  96.91%
# Correctly spam:      18123  36.29%
# False positives:       996  3.09%
# False negatives:     31819  63.71%
# TCR(l=50): 0.611892  SpamRecall: 36.288%  SpamPrec: 94.791%
