DEVELOPMENT... OpenML
Run
96834

Run 96834

Task 2352 (Supervised Classification) meta_all.arff Uploaded 08-12-2014 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)_I10
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
0.5781
Per class
Build CPU time
0.014
Build memory
696060464
F measure
0.5668
Per class
Kappa
0.0961
KB relative information score
1.2913
Mean absolute error
0.1952
Mean prior absolute error
0.1912
Number of instances
23
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5314
Per class
Predictive accuracy
0.6087
Prior entropy
1.9094
Recall
0.6087
Per class
Relative absolute error
1.0208
Root mean prior squared error
0.2919
Root mean squared error
0.3126
Root relative squared error
1.0709
SciMark benchmark
945.4151