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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149430  37.090%  (97.846% of non-spam corpus)
# Correctly spam:     126290  31.346%  (50.482% of spam corpus)
# False positives:      3290  0.817%  (2.154% of nonspam, 160367 weighted)
# False negatives:    123878  30.748%  (49.518% of spam, 391130 weighted)
# Average score for spam:  7.0    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.2
# TOTAL:              402888  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18719  97.49%
# Correctly spam:      15831  50.74%
# False positives:       482  2.51%
# False negatives:     15372  49.26%
# TCR(l=50): 0.790510  SpamRecall: 50.736%  SpamPrec: 97.045%

##### 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: 148965  97.54%
# Correctly spam:      87098  34.82%
# False positives:      3755  2.46%
# False negatives:    163070  65.18%
# TCR(l=50): 0.713095  SpamRecall: 34.816%  SpamPrec: 95.867%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18696  97.37%
# Correctly spam:      10926  35.02%
# False positives:       505  2.63%
# False negatives:     20277  64.98%
# TCR(l=50): 0.685374  SpamRecall: 35.016%  SpamPrec: 95.582%