Run
19930

Run 19930

Task 2074 (Supervised Classification) satimage Uploaded 18-06-2014 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)_I20
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
0.789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5743
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3630.3097
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
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
0.5926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.5966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9391
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.1164[562.11425968265671014.9881711071126481.0671011934597902.69971088135311769.7127006129608]