DEVELOPMENT... OpenML
Run
82683

Run 82683

Task 3597 (Supervised Classification) baskball 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
0.7616
Per class
Build CPU time
0.0446
Build memory
107234692.3333
F measure
0.7603
Per class
Kappa
0.5212
KB relative information score
29.9684
Mean absolute error
0.3617
Mean prior absolute error
0.4998
Number of instances
96
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7617
Per class
Predictive accuracy
0.7604
Prior entropy
0.9997
Recall
0.7604
Per class
Relative absolute error
0.7238
Root mean prior squared error
0.4999
Root mean squared error
0.439
Root relative squared error
0.8781
SciMark benchmark
946.1876