Run
19813

Run 19813

Task 2072 (Supervised Classification) covertype Uploaded 17-06-2014 by Joaquin Vanschoren
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Flow

weka.MultiBoostAB_OneR(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_OneR(1)_C3
weka.MultiBoostAB_OneR(1)_I20
weka.MultiBoostAB_OneR(1)_P100
weka.MultiBoostAB_OneR(1)_S1
weka.MultiBoostAB_OneR(1)_Wweka.classifiers.rules.OneR
weka.OneR(1)_B6

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
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1133.6802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2218
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0532
Cross-validation details (10-fold Crossvalidation)