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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 237209  34.305%  (98.515% of non-spam corpus)
# Correctly spam:     306394  44.311%  (67.985% of spam corpus)
# False positives:      3576  0.517%  (1.485% of nonspam, 200098 weighted)
# False negatives:    144282  20.866%  (32.015% of spam, 382330 weighted)
# Average score for spam:  8.7    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              691461  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29616  98.31%
# Correctly spam:      38432  68.37%
# False positives:       509  1.69%
# False negatives:     17777  31.63%
# TCR(l=50): 1.300322  SpamRecall: 68.373%  SpamPrec: 98.693%

##### 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: 232851  96.70%
# Correctly spam:     161412  35.82%
# False positives:      7934  3.30%
# False negatives:    289264  64.18%
# TCR(l=50): 0.656997  SpamRecall: 35.816%  SpamPrec: 95.315%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29073  96.51%
# Correctly spam:      20157  35.86%
# False positives:      1052  3.49%
# False negatives:     36052  64.14%
# TCR(l=50): 0.634041  SpamRecall: 35.861%  SpamPrec: 95.040%