Run
8865514

Run 8865514

Task 145918 (Supervised Classification) autoUniv-au7-500 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
0.7612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
128.66
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2538
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8469
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9128
Cross-validation details (10-fold Crossvalidation)