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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150199  18.301%  (96.038% of non-spam corpus)
# Correctly spam:     336878  41.048%  (50.712% of spam corpus)
# False positives:      6197  0.755%  (3.962% of nonspam, 827216 weighted)
# False negatives:    327424  39.896%  (49.288% of spam, 437404 weighted)
# Average score for spam:  10.8    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 1.3
# TOTAL:              820698  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18883  95.98%
# Correctly spam:      42001  50.68%
# False positives:       790  4.02%
# False negatives:     40870  49.32%
# TCR(l=50): 1.031119  SpamRecall: 50.682%  SpamPrec: 98.154%

##### 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: 150910  96.49%
# Correctly spam:     145834  21.95%
# False positives:      5486  3.51%
# False negatives:    518468  78.05%
# TCR(l=50): 0.837953  SpamRecall: 21.953%  SpamPrec: 96.375%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18975  96.45%
# Correctly spam:      18211  21.98%
# False positives:       698  3.55%
# False negatives:     64660  78.02%
# TCR(l=50): 0.832372  SpamRecall: 21.975%  SpamPrec: 96.309%