DEVELOPMENT... OpenML
Run
54166

Run 54166

Task 3896 (Supervised Classification) ada_agnostic Uploaded 08-11-2014 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
0.8852
Per class
Build CPU time
971.5109
Build memory
663229692.4875
F measure
0.8358
Per class
Kappa
0.549
KB relative information score
1889.0637
Mean absolute error
0.2054
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8343
Per class
Predictive accuracy
0.8406
Prior entropy
0.8085
Recall
0.8406
Per class
Relative absolute error
0.5504
Root mean prior squared error
0.4319
Root mean squared error
0.3356
Root relative squared error
0.7769
SciMark benchmark
941.4059