Run
11757

Run 11757

Task 26 (Supervised Classification) nursery 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)_C0.9
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
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11920.9137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3146
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.9277[561.57136831653141014.4538648883195475.107003774767908.01521433887441755.4912331040343]