DEVELOPMENT... OpenML
Run
147173

Run 147173

Task 3017 (Supervised Classification) BNG(colic.ORIG) Uploaded 02-02-2015 by Felicia West
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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
F measure
0.7964
Per class
Kappa
0.5671
KB relative information score
356360.388
Mean absolute error
0.3118
Mean prior absolute error
0.4621
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8029
Per class
Predictive accuracy
0.7939
Prior entropy
0.9447
Recall
0.7939
Per class
Relative absolute error
0.6748
Root mean prior squared error
0.4807
Root mean squared error
0.3948
Root relative squared error
0.8214
SciMark benchmark
936.6206
UserCPU time millis
122400
UserCPU time millis testing
980
UserCPU time millis training
121420