Run
12364

Run 12364

Task 36 (Supervised Classification) segment Uploaded 22-05-2014 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)_C0.1
weka.J48(1)_M10

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
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2169.2138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0191
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
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
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0779
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3164
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.5705[567.41727621999961006.5056202244749483.6674820550281913.71210817040291751.5501218345944]