DEVELOPMENT... OpenML
Run
46561

Run 46561

Task 3916 (Supervised Classification) kc1-binary 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
0.852
Per class
Build CPU time
52.1664
Build memory
61484572.4138
F measure
0.7649
Per class
Kappa
0.5143
KB relative information score
62.8882
Mean absolute error
0.2825
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7646
Per class
Predictive accuracy
0.7655
Prior entropy
0.979
Recall
0.7655
Per class
Relative absolute error
0.5821
Root mean prior squared error
0.4925
Root mean squared error
0.4
Root relative squared error
0.8121
SciMark benchmark
946.5848