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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 168350  11.776%  (99.261% of non-spam corpus)
# Correctly spam:     1215672  85.039%  (96.486% of spam corpus)
# False positives:      1253  0.088%  (0.739% of nonspam, 619249 weighted)
# False negatives:     44277  3.097%  (3.514% of spam, 128709 weighted)
# Average score for spam:  12.3    nonspam: -0.7
# Average for false-pos:   6.7  false-neg: 2.9
# TOTAL:              1429552  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21221  99.33%
# Correctly spam:     151848  96.46%
# False positives:       143  0.67%
# False negatives:      5579  3.54%
# TCR(l=50): 12.367586  SpamRecall: 96.456%  SpamPrec: 99.906%

##### 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: 168775  99.51%
# Correctly spam:     696375  55.27%
# False positives:       828  0.49%
# False negatives:    563574  44.73%
# TCR(l=50): 2.082650  SpamRecall: 55.270%  SpamPrec: 99.881%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21248  99.46%
# Correctly spam:      87003  55.27%
# False positives:       116  0.54%
# False negatives:     70424  44.73%
# TCR(l=50): 2.065321  SpamRecall: 55.266%  SpamPrec: 99.867%