DEVELOPMENT... OpenML
Run
58933

Run 58933

Task 1768 (Supervised Classification) labor 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
0.958
Per class
Build CPU time
0.2547
Build memory
1049372017.5719
F measure
0.8822
Per class
Kappa
0.738
KB relative information score
151.8065
Mean absolute error
0.2316
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8843
Per class
Predictive accuracy
0.8842
Prior entropy
0.9393
Recall
0.8842
Per class
Relative absolute error
0.5067
Root mean prior squared error
0.4773
Root mean squared error
0.3003
Root relative squared error
0.6293
SciMark benchmark
944.3501