Run
24260

Run 24260

Task 38 (Supervised Classification) ecoli Uploaded 03-07-2014 by Joaquin Vanschoren
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Flow

weka.MultiBoostAB_LMT(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0
weka.MultiBoostAB_LMT(1)_C3
weka.MultiBoostAB_LMT(1)_I20
weka.MultiBoostAB_LMT(1)_P100
weka.MultiBoostAB_LMT(1)_S1
weka.MultiBoostAB_LMT(1)_Wweka.classifiers.trees.LMT

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
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.0213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8304
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6592
Cross-validation details (10-fold Crossvalidation)