Run
183106

Run 183106

Task 2956 (Supervised Classification) BNG(cmc) Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.REPTree(9)Weka implementation of REPTree
weka.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.7139
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.553
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3057
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
138400.2861
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3565
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
552960
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5525
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5546
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5546
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8276
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4393
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9467
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1316.0472
UserCPU time millis
720
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
670
Cross-validation details (10 times 10-fold Crossvalidation)