Run
1662794

Run 1662794

Task 3019 (Supervised Classification) Australian Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.RandomTree(11)Weka implementation of RandomTree
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1

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.

17 Evaluation measures

Area under ROC curve
0.8021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
415.2058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1957
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8901
Cross-validation details (10-fold Crossvalidation)