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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127940  20.743%  (99.570% of non-spam corpus)
# Correctly spam:     324630  52.632%  (66.482% of spam corpus)
# False positives:       552  0.089%  (0.430% of nonspam, 130608 weighted)
# False negatives:    163666  26.535%  (33.518% of spam, 560671 weighted)
# Average score for spam:  9.2    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 3.4
# TOTAL:              616788  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16071  99.58%
# Correctly spam:      40569  66.56%
# False positives:        68  0.42%
# False negatives:     20381  33.44%
# TCR(l=50): 2.562970  SpamRecall: 66.561%  SpamPrec: 99.833%

##### 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: 128266  99.82%
# Correctly spam:     152417  31.21%
# False positives:       226  0.18%
# False negatives:    335879  68.79%
# TCR(l=50): 1.406468  SpamRecall: 31.214%  SpamPrec: 99.852%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16112  99.83%
# Correctly spam:      19271  31.62%
# False positives:        27  0.17%
# False negatives:     41679  68.38%
# TCR(l=50): 1.416487  SpamRecall: 31.618%  SpamPrec: 99.860%