DEVELOPMENT... OpenML
Run
58217

Run 58217

Task 1787 (Supervised Classification) cmc Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I40
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.6976
Per class
Build CPU time
30.4907
Build memory
104091149.2345
F measure
0.5166
Per class
Kappa
0.2505
KB relative information score
1850.5152
Mean absolute error
0.3533
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5162
Per class
Predictive accuracy
0.5174
Prior entropy
1.5392
Recall
0.5174
Per class
Relative absolute error
0.82
Root mean prior squared error
0.4641
Root mean squared error
0.4498
Root relative squared error
0.9693
SciMark benchmark
939.0518