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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 147912  26.208%  (96.732% of non-spam corpus)
# Correctly spam:     225402  39.938%  (54.779% of spam corpus)
# False positives:      4997  0.885%  (3.268% of nonspam, 408042 weighted)
# False negatives:    186073  32.969%  (45.221% of spam, 535260 weighted)
# Average score for spam:  12.3    nonspam: 0.6
# Average for false-pos:   6.1  false-neg: 2.9
# TOTAL:              564384  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18572  96.55%
# Correctly spam:      28000  54.59%
# False positives:       664  3.45%
# False negatives:     23291  45.41%
# TCR(l=50): 0.907950  SpamRecall: 54.590%  SpamPrec: 97.684%

##### 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: 147611  96.54%
# Correctly spam:     186491  45.32%
# False positives:      5298  3.46%
# False negatives:    224984  54.68%
# TCR(l=50): 0.839944  SpamRecall: 45.323%  SpamPrec: 97.238%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18583  96.61%
# Correctly spam:      23197  45.23%
# False positives:       653  3.39%
# False negatives:     28094  54.77%
# TCR(l=50): 0.844380  SpamRecall: 45.226%  SpamPrec: 97.262%