Run
6351

Run 6351

Task 137 (Supervised Classification) BNG(autos,nominal,1000000) Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.REPTree(1)Weka implementation of REPTree
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
699440.7536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0797
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.221
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
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3035
Cross-validation details (10-fold Crossvalidation)
Recall
0.7918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3324
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
657.0034[356.69540235958124905.0986635092272301.7824051495796573.61929432269491147.8211232096476]