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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163801  15.332%  (93.878% of non-spam corpus)
# Correctly spam:     629686  58.938%  (70.442% of spam corpus)
# False positives:     10681  1.000%  (6.122% of nonspam, 1458512 weighted)
# False negatives:    264224  24.731%  (29.558% of spam, 379604 weighted)
# Average score for spam:  7.5    nonspam: 0.8
# Average for false-pos:   5.3  false-neg: 1.4
# TOTAL:              1068392  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20590  93.95%
# Correctly spam:      78839  70.64%
# False positives:      1327  6.05%
# False negatives:     32767  29.36%
# TCR(l=50): 1.126003  SpamRecall: 70.640%  SpamPrec: 98.345%

##### 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: 172050  98.61%
# Correctly spam:     238885  26.72%
# False positives:      2432  1.39%
# False negatives:    655025  73.28%
# TCR(l=50): 1.151019  SpamRecall: 26.724%  SpamPrec: 98.992%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21644  98.75%
# Correctly spam:      29895  26.79%
# False positives:       273  1.25%
# False negatives:     81711  73.21%
# TCR(l=50): 1.170353  SpamRecall: 26.786%  SpamPrec: 99.095%