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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176512  31.337%  (99.278% of non-spam corpus)
# Correctly spam:     300516  53.352%  (77.960% of spam corpus)
# False positives:      1283  0.228%  (0.722% of nonspam, 178938 weighted)
# False negatives:     84958  15.083%  (22.040% of spam, 269130 weighted)
# Average score for spam:  8.2    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 3.2
# TOTAL:              563269  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22156  99.20%
# Correctly spam:      37460  77.99%
# False positives:       178  0.80%
# False negatives:     10569  22.01%
# TCR(l=50): 2.466947  SpamRecall: 77.995%  SpamPrec: 99.527%

##### 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: 176893  99.49%
# Correctly spam:     284980  73.93%
# False positives:       902  0.51%
# False negatives:    100494  26.07%
# TCR(l=50): 2.647595  SpamRecall: 73.930%  SpamPrec: 99.684%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22211  99.45%
# Correctly spam:      35520  73.96%
# False positives:       123  0.55%
# False negatives:     12509  26.04%
# TCR(l=50): 2.574039  SpamRecall: 73.955%  SpamPrec: 99.655%