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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 302183  23.476%  (95.700% of non-spam corpus)
# Correctly spam:     842906  65.482%  (86.766% of spam corpus)
# False positives:     13577  1.055%  (4.300% of nonspam, 1219114 weighted)
# False negatives:    128560  9.987%  (13.234% of spam, 339930 weighted)
# Average score for spam:  11.0    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.6
# TOTAL:              1287226  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37526  95.29%
# Correctly spam:     105507  86.98%
# False positives:      1856  4.71%
# False negatives:     15795  13.02%
# TCR(l=50): 1.117013  SpamRecall: 86.979%  SpamPrec: 98.271%

##### 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: 301956  95.63%
# Correctly spam:     640991  65.98%
# False positives:     13804  4.37%
# False negatives:    330475  34.02%
# TCR(l=50): 0.951788  SpamRecall: 65.982%  SpamPrec: 97.892%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37677  95.67%
# Correctly spam:      79854  65.83%
# False positives:      1705  4.33%
# False negatives:     41448  34.17%
# TCR(l=50): 0.957411  SpamRecall: 65.831%  SpamPrec: 97.909%