Run
8866114

Run 8866114

Task 146024 (Supervised Classification) lung-cancer Uploaded 28-02-2018 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
0.7173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.8098
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3815
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10-fold Crossvalidation)
Number of instances
32
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6393
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.5938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9136
Cross-validation details (10-fold Crossvalidation)