DEVELOPMENT... OpenML
Run
83138

Run 83138

Task 3500 (Supervised Classification) squash-unstored 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
0.5881
Per class
Build CPU time
0.0758
Build memory
152907963.3846
F measure
0.591
Per class
Kappa
0.2701
KB relative information score
6.2524
Mean absolute error
0.36
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5932
Per class
Predictive accuracy
0.5962
Prior entropy
1.3486
Recall
0.5962
Per class
Relative absolute error
0.9416
Root mean prior squared error
0.4353
Root mean squared error
0.4544
Root relative squared error
1.0439
SciMark benchmark
938.8806