Run
6978

Run 6978

Task 43 (Supervised Classification) spambase Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K13
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3104.4099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1641
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2818
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4774[573.7633756208341016.3265300883295480.4214203123994913.07556704216551753.8001309030865]