Run
8867948

Run 8867948

Task 3571 (Supervised Classification) colleges_aaup 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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
462.8976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2982
Cross-validation details (10-fold Crossvalidation)
Number of instances
1161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8096
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.8096
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2941
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7619
Cross-validation details (10-fold Crossvalidation)