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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184583  51.610%  (99.587% of non-spam corpus)
# Correctly spam:     137620  38.479%  (79.870% of spam corpus)
# False positives:       766  0.214%  (0.413% of nonspam,  42521 weighted)
# False negatives:     34684  9.698%  (20.130% of spam,  77213 weighted)
# Average score for spam:  10.2    nonspam: -0.1
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              357653  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23156  99.53%
# Correctly spam:      17331  79.91%
# False positives:       110  0.47%
# False negatives:      4356  20.09%
# TCR(l=50): 2.200386  SpamRecall: 79.914%  SpamPrec: 99.369%

##### 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: 184947  99.78%
# Correctly spam:     101088  58.67%
# False positives:       402  0.22%
# False negatives:     71216  41.33%
# TCR(l=50): 1.886898  SpamRecall: 58.668%  SpamPrec: 99.604%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23204  99.73%
# Correctly spam:      12697  58.55%
# False positives:        62  0.27%
# False negatives:      8990  41.45%
# TCR(l=50): 1.793797  SpamRecall: 58.547%  SpamPrec: 99.514%