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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257656  25.970%  (99.513% of non-spam corpus)
# Correctly spam:     502897  50.689%  (68.588% of spam corpus)
# False positives:      1262  0.127%  (0.487% of nonspam, 243577 weighted)
# False negatives:    230314  23.214%  (31.412% of spam, 228869 weighted)
# Average score for spam:  9.1    nonspam: -0.7
# Average for false-pos:   6.8  false-neg: 1.0
# TOTAL:              992129  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32163  99.45%
# Correctly spam:      62770  68.65%
# False positives:       177  0.55%
# False negatives:     28661  31.35%
# TCR(l=50): 2.437445  SpamRecall: 68.653%  SpamPrec: 99.719%

##### 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: 257534  99.47%
# Correctly spam:     317997  43.37%
# False positives:      1384  0.53%
# False negatives:    415214  56.63%
# TCR(l=50): 1.513604  SpamRecall: 43.370%  SpamPrec: 99.567%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32157  99.43%
# Correctly spam:      39670  43.39%
# False positives:       183  0.57%
# False negatives:     51761  56.61%
# TCR(l=50): 1.501059  SpamRecall: 43.388%  SpamPrec: 99.541%