Run
8863278

Run 8863278

Task 4001 (Supervised Classification) pc1_req 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
0.5779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.7552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4069
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4455
Cross-validation details (10-fold Crossvalidation)
Number of instances
320
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9204
Cross-validation details (10-fold Crossvalidation)
Recall
0.6844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4718
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.032
Cross-validation details (10-fold Crossvalidation)