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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176274  46.086%  (99.779% of non-spam corpus)
# Correctly spam:     179217  46.856%  (87.073% of spam corpus)
# False positives:       390  0.102%  (0.221% of nonspam,  29384 weighted)
# False negatives:     26607  6.956%  (12.927% of spam,  64816 weighted)
# Average score for spam:  14.8    nonspam: -2.5
# Average for false-pos:   6.5  false-neg: 2.4
# TOTAL:              382488  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22164  99.76%
# Correctly spam:      22562  87.57%
# False positives:        53  0.24%
# False negatives:      3203  12.43%
# TCR(l=50): 4.402016  SpamRecall: 87.568%  SpamPrec: 99.766%

##### 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: 175520  99.35%
# Correctly spam:     147737  71.78%
# False positives:      1144  0.65%
# False negatives:     58087  28.22%
# TCR(l=50): 1.785318  SpamRecall: 71.778%  SpamPrec: 99.232%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22084  99.40%
# Correctly spam:      18600  72.19%
# False positives:       133  0.60%
# False negatives:      7165  27.81%
# TCR(l=50): 1.865002  SpamRecall: 72.191%  SpamPrec: 99.290%