DEVELOPMENT... OpenML
Run
58631

Run 58631

Task 3907 (Supervised Classification) mc1 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)_I20
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
0.8916
Per class
Build CPU time
288.8242
Build memory
3377998135.2614
F measure
0.9937
Per class
Kappa
0.4875
KB relative information score
-213428.6411
Mean absolute error
0.03
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
0.9939
Per class
Predictive accuracy
0.9947
Prior entropy
0.0622
Recall
0.9947
Per class
Relative absolute error
2.0876
Root mean prior squared error
0.0845
Root mean squared error
0.073
Root relative squared error
0.8647
SciMark benchmark
941.6914