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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 186385  47.209%  (99.630% of non-spam corpus)
# Correctly spam:     140530  35.595%  (67.651% of spam corpus)
# False positives:       692  0.175%  (0.370% of nonspam,  23116 weighted)
# False negatives:     67199  17.021%  (32.349% of spam, 109389 weighted)
# Average score for spam:  10.2    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 1.6
# TOTAL:              394806  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23395  99.64%
# Correctly spam:      17409  66.89%
# False positives:        85  0.36%
# False negatives:      8616  33.11%
# TCR(l=50): 2.022773  SpamRecall: 66.893%  SpamPrec: 99.514%

##### 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: 182062  97.32%
# Correctly spam:     116358  56.01%
# False positives:      5015  2.68%
# False negatives:     91371  43.99%
# TCR(l=50): 0.607180  SpamRecall: 56.014%  SpamPrec: 95.868%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22779  97.01%
# Correctly spam:      14630  56.22%
# False positives:       701  2.99%
# False negatives:     11395  43.78%
# TCR(l=50): 0.560340  SpamRecall: 56.215%  SpamPrec: 95.428%