DEVELOPMENT... OpenML
Run
46301

Run 46301

Task 4627 (Supervised Classification) desharnais Uploaded 31-10-2014 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
0.8153
Per class
Build CPU time
7.8926
Build memory
98047400.1185
F measure
0.7714
Per class
Kappa
0.586
KB relative information score
328.2881
Mean absolute error
0.2597
Mean prior absolute error
0.3804
Number of instances
810
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7808
Per class
Predictive accuracy
0.7716
Prior entropy
1.3765
Recall
0.7716
Per class
Relative absolute error
0.6828
Root mean prior squared error
0.4348
Root mean squared error
0.3619
Root relative squared error
0.8324
SciMark benchmark
945.8914