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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 122640  43.490%  (98.695% of non-spam corpus)
# Correctly spam:      80224  28.448%  (50.859% of spam corpus)
# False positives:      1622  0.575%  (1.305% of nonspam, 169909 weighted)
# False negatives:     77513  27.487%  (49.141% of spam, 191927 weighted)
# Average score for spam:  6.5    nonspam: 0.1
# Average for false-pos:   8.3  false-neg: 2.5
# TOTAL:              281999  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15386  98.67%
# Correctly spam:      10006  50.37%
# False positives:       207  1.33%
# False negatives:      9859  49.63%
# TCR(l=50): 0.982978  SpamRecall: 50.370%  SpamPrec: 97.973%

##### 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: 122737  98.77%
# Correctly spam:      23429  14.85%
# False positives:      1525  1.23%
# False negatives:    134308  85.15%
# TCR(l=50): 0.749138  SpamRecall: 14.853%  SpamPrec: 93.889%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15399  98.76%
# Correctly spam:       2898  14.59%
# False positives:       194  1.24%
# False negatives:     16967  85.41%
# TCR(l=50): 0.744928  SpamRecall: 14.588%  SpamPrec: 93.726%