Run
23209

Run 23209

Task 2075 (Supervised Classification) abalone Uploaded 24-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I10
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(1)_num-slots1

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
0.6567
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1333
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
574.0211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0595
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
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
0.1295
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2181
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2181
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.981
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.4858[561.93317930202351009.9344946043965475.31730592400976913.39376464446721766.8500850997275]