Run
8861288

Run 8861288

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey Uploaded 27-02-2018 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
0.5457
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-24.9219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3453
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7667
Cross-validation details (10-fold Crossvalidation)
Recall
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0786
Cross-validation details (10-fold Crossvalidation)