DEVELOPMENT... OpenML
Run
46540

Run 46540

Task 3909 (Supervised Classification) ar1 Uploaded 03-11-2014 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
0.7326
Per class
Build CPU time
27.0488
Build memory
2972393020.6281
F measure
0.9031
Per class
Kappa
0.1591
KB relative information score
-249.609
Mean absolute error
0.2185
Mean prior absolute error
0.1436
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9006
Per class
Predictive accuracy
0.9256
Prior entropy
0.4067
Recall
0.9256
Per class
Relative absolute error
1.5216
Root mean prior squared error
0.2625
Root mean squared error
0.2731
Root relative squared error
1.0403
SciMark benchmark
942.7014