Run
1815918

Run 1815918

Task 4000 (Supervised Classification) OVA_Ovary Uploaded 09-09-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultiBoostAB_DecisionStump(4)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(4)_C3
weka.MultiBoostAB_DecisionStump(4)_P100
weka.MultiBoostAB_DecisionStump(4)_S1
weka.MultiBoostAB_DecisionStump(4)_I10
weka.MultiBoostAB_DecisionStump(4)_Wweka.classifiers.trees.DecisionStump

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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
896.2451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0737
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2238
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9269
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5537
Cross-validation details (10-fold Crossvalidation)
Recall
0.9269
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3343
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7835
Cross-validation details (10-fold Crossvalidation)