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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151324  26.468%  (99.113% of non-spam corpus)
# Correctly spam:     285814  49.991%  (68.205% of spam corpus)
# False positives:      1354  0.237%  (0.887% of nonspam, 227442 weighted)
# False negatives:    133239  23.304%  (31.795% of spam, 346197 weighted)
# Average score for spam:  15.4    nonspam: -0.6
# Average for false-pos:   6.1  false-neg: 2.6
# TOTAL:              571731  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19026  99.12%
# Correctly spam:      35702  68.36%
# False positives:       169  0.88%
# False negatives:     16527  31.64%
# TCR(l=50): 2.091084  SpamRecall: 68.357%  SpamPrec: 99.529%

##### 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: 151977  99.54%
# Correctly spam:     235549  56.21%
# False positives:       701  0.46%
# False negatives:    183504  43.79%
# TCR(l=50): 1.917389  SpamRecall: 56.210%  SpamPrec: 99.703%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19112  99.57%
# Correctly spam:      29483  56.45%
# False positives:        83  0.43%
# False negatives:     22746  43.55%
# TCR(l=50): 1.941887  SpamRecall: 56.449%  SpamPrec: 99.719%