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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171167  44.066%  (97.588% of non-spam corpus)
# Correctly spam:     138523  35.662%  (65.024% of spam corpus)
# False positives:      4230  1.089%  (2.412% of nonspam, 159818 weighted)
# False negatives:     74512  19.183%  (34.976% of spam, 188558 weighted)
# Average score for spam:  8.8    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              388432  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21497  97.51%
# Correctly spam:      17431  65.37%
# False positives:       550  2.49%
# False negatives:      9235  34.63%
# TCR(l=50): 0.725902  SpamRecall: 65.368%  SpamPrec: 96.941%

##### 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: 172345  98.26%
# Correctly spam:      68132  31.98%
# False positives:      3052  1.74%
# False negatives:    144903  68.02%
# TCR(l=50): 0.716077  SpamRecall: 31.982%  SpamPrec: 95.713%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21687  98.37%
# Correctly spam:       8463  31.74%
# False positives:       360  1.63%
# False negatives:     18203  68.26%
# TCR(l=50): 0.736569  SpamRecall: 31.737%  SpamPrec: 95.920%