DEVELOPMENT... OpenML
Run
83158

Run 83158

Task 3765 (Supervised Classification) sleuth_case2002 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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.

21 Evaluation measures

Area under ROC curve
0.7008
Per class
Build CPU time
0.0785
Build memory
571863631.0748
F measure
0.6724
Per class
Kappa
0.3521
KB relative information score
29.8655
Mean absolute error
0.4079
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6837
Per class
Predictive accuracy
0.6735
Prior entropy
0.9974
Recall
0.6735
Per class
Relative absolute error
0.8188
Root mean prior squared error
0.4991
Root mean squared error
0.4651
Root relative squared error
0.9319
SciMark benchmark
941.3563