Run
1761135

Run 1761135

Task 3481 (Supervised Classification) isolet Uploaded 24-07-2016 by Jan van Rijn
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Flow

weka.RandomCommittee_RandomTree(4)Weka implementation of RandomCommittee
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.RandomCommittee_RandomTree(4)_S1
weka.RandomCommittee_RandomTree(4)_num-slots1
weka.RandomCommittee_RandomTree(4)_I10
weka.RandomCommittee_RandomTree(4)_Wweka.classifiers.trees.RandomTree

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
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6624.194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0246
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4848
Cross-validation details (10-fold Crossvalidation)