Run
147173

Run 147173

Task 3017 (Supervised Classification) BNG(colic.ORIG) Uploaded 02-02-2015 by Joaquin Vanschoren
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Flow

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

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
356360.388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3118
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4621
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000000
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
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9447
Cross-validation details (10-fold Crossvalidation)
Recall
0.7939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4807
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8214
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.6206
UserCPU time millis
122400
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
121420
Cross-validation details (10-fold Crossvalidation)