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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 271359  7.845%  (98.445% of non-spam corpus)
# Correctly spam:     2972969  85.950%  (93.393% of spam corpus)
# False positives:      4286  0.124%  (1.555% of nonspam, 3117256 weighted)
# False negatives:    210336  6.081%  (6.607% of spam, 545090 weighted)
# Average score for spam:  14.8    nonspam: -0.6
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              3458950  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33982  98.60%
# Correctly spam:     372546  93.58%
# False positives:       483  1.40%
# False negatives:     25568  6.42%
# TCR(l=50): 8.007442  SpamRecall: 93.578%  SpamPrec: 99.871%

##### 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: 272742  98.95%
# Correctly spam:     567223  17.82%
# False positives:      2903  1.05%
# False negatives:    2616082  82.18%
# TCR(l=50): 1.152857  SpamRecall: 17.819%  SpamPrec: 99.491%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34105  98.96%
# Correctly spam:      71026  17.84%
# False positives:       360  1.04%
# False negatives:    327088  82.16%
# TCR(l=50): 1.153659  SpamRecall: 17.841%  SpamPrec: 99.496%