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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 202316  24.337%  (99.639% of non-spam corpus)
# Correctly spam:     550182  66.181%  (87.570% of spam corpus)
# False positives:       732  0.088%  (0.361% of nonspam, 149591 weighted)
# False negatives:     78093  9.394%  (12.430% of spam, 186998 weighted)
# Average score for spam:  19.7    nonspam: -0.6
# Average for false-pos:   6.6  false-neg: 2.4
# TOTAL:              831323  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25300  99.62%
# Correctly spam:      68844  87.79%
# False positives:        97  0.38%
# False negatives:      9573  12.21%
# TCR(l=50): 5.436941  SpamRecall: 87.792%  SpamPrec: 99.859%

##### 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: 200658  98.82%
# Correctly spam:     437370  69.61%
# False positives:      2390  1.18%
# False negatives:    190905  30.39%
# TCR(l=50): 2.024049  SpamRecall: 69.614%  SpamPrec: 99.457%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25122  98.92%
# Correctly spam:      54758  69.83%
# False positives:       275  1.08%
# False negatives:     23659  30.17%
# TCR(l=50): 2.096207  SpamRecall: 69.829%  SpamPrec: 99.500%