Run
573572

Run 573572

Task 26 (Supervised Classification) nursery Uploaded 31-05-2016 by Jan van Rijn
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Flow

weka.REPTree(15)Weka implementation of REPTree
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L3
weka.REPTree(15)_I0.0
weka.REPTree(15)_num-decimal-places1

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
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10304.4409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0667
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
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8921
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.8921
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.6371
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)