Run
16988

Run 16988

Task 9 (Supervised Classification) autos Uploaded 06-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I160
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
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.

19 Evaluation measures

Area under ROC curve
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6735
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.581
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.3183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1236
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7931
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.6062[565.76084051053911008.3490290617938477.2185884444444909.59057174132591752.112015678972]