DEVELOPMENT... OpenML
Run
46541

Run 46541

Task 3907 (Supervised Classification) mc1 Uploaded 03-11-2014 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)_I160
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
0.8747
Per class
Build CPU time
2000.6943
Build memory
2444855637.7291
F measure
0.993
Per class
Kappa
0.4232
KB relative information score
-243937.4581
Mean absolute error
0.0315
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9933
Per class
Predictive accuracy
0.9943
Prior entropy
0.0622
Recall
0.9943
Per class
Relative absolute error
2.1898
Root mean prior squared error
0.0845
Root mean squared error
0.0715
Root relative squared error
0.8466
SciMark benchmark
940.9202