Run
8868096

Run 8868096

Task 3756 (Supervised Classification) visualizing_hamster Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.kf

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.

17 Evaluation measures

Area under ROC curve
0.7265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.1306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3982
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
73
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9937
Cross-validation details (10-fold Crossvalidation)
Recall
0.7123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9277
Cross-validation details (10-fold Crossvalidation)