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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162717  16.059%  (94.032% of non-spam corpus)
# Correctly spam:     576724  56.920%  (68.644% of spam corpus)
# False positives:     10328  1.019%  (5.968% of nonspam, 1324287 weighted)
# False negatives:    263445  26.001%  (31.356% of spam, 439815 weighted)
# Average score for spam:  6.3    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.7
# TOTAL:              1013214  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20463  94.06%
# Correctly spam:      72023  68.75%
# False positives:      1293  5.94%
# False negatives:     32736  31.25%
# TCR(l=50): 1.075709  SpamRecall: 68.751%  SpamPrec: 98.236%

##### 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: 170895  98.76%
# Correctly spam:     248432  29.57%
# False positives:      2150  1.24%
# False negatives:    591737  70.43%
# TCR(l=50): 1.201551  SpamRecall: 29.569%  SpamPrec: 99.142%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21472  98.69%
# Correctly spam:      31265  29.84%
# False positives:       284  1.31%
# False negatives:     73494  70.16%
# TCR(l=50): 1.194597  SpamRecall: 29.845%  SpamPrec: 99.100%