Run
22120

Run 22120

Task 21 (Supervised Classification) car Uploaded 21-06-2014 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)_I20
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
0.8716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5768
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
284.9635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1948
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.4903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8818
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
903.5549[538.51207034066031014.4538648883195474.686957266523908.95975824819551581.1619395961168]