Run
23788

Run 23788

Task 2074 (Supervised Classification) satimage Uploaded 27-06-2014 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
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3638.2333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1348
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
0.5943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.5978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9315
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.6488[559.23073532101811013.6533323510344481.71457151086304898.06100736794291760.5845701777503]