Run
22220

Run 22220

Task 40 (Supervised Classification) glass 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)_I40
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
0.6756
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.3964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.4371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.4766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9335
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
904.6434[538.844808825021015.5230404536866475.107003774767912.12245438067161581.6198160243612]