DEVELOPMENT... OpenML
Run
46885

Run 46885

Task 3021 (Supervised Classification) sick Uploaded 04-11-2014 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
0.9984
Per class
Build CPU time
692.9099
Build memory
300789300.0085
F measure
0.9918
Per class
Kappa
0.9284
KB relative information score
3034.9634
Mean absolute error
0.0144
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9918
Per class
Predictive accuracy
0.9918
Prior entropy
0.3333
Recall
0.9918
Per class
Relative absolute error
0.1252
Root mean prior squared error
0.2398
Root mean squared error
0.083
Root relative squared error
0.3462
SciMark benchmark
941.0301