DEVELOPMENT... OpenML
Run
51786

Run 51786

Task 1806 (Supervised Classification) haberman Uploaded 07-11-2014 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)_I80
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
0.6564
Per class
Build CPU time
7.7895
Build memory
971278710.4
F measure
0.692
Per class
Kappa
0.171
KB relative information score
16.6488
Mean absolute error
0.365
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.683
Per class
Predictive accuracy
0.715
Prior entropy
0.836
Recall
0.715
Per class
Relative absolute error
0.9358
Root mean prior squared error
0.4412
Root mean squared error
0.4371
Root relative squared error
0.9908
SciMark benchmark
935.2997