OpenML
14694

Run 14694

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 23-05-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I90
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.895
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1646.0915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0538
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9055
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9055
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.299
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4469
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
908.4447[567.60190887821451013.9200573100866484.10363182779514903.63322279127081572.9647224496116]