Run
6275

Run 6275

Task 139 (Supervised Classification) BNG(breast-cancer,nominal,1000000) Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
257191.3031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4177
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000000
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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8778
Cross-validation details (10-fold Crossvalidation)
Recall
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8726
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.1255[569.64100430092181015.52310425331484.75925509327664907.38665814554741758.3172656914378]