Run
8862876

Run 8862876

Task 3877 (Supervised Classification) analcatdata_dmft 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
0.4582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0785
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-202.4633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3275
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10-fold Crossvalidation)
Recall
0.7365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4499
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1367
Cross-validation details (10-fold Crossvalidation)