DEVELOPMENT... OpenML
Run
46274

Run 46274

Task 4621 (Supervised Classification) kc1-binary 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
0.8498
Per class
Build CPU time
52.9731
Build memory
961323764.8607
F measure
0.763
Per class
Kappa
0.5122
KB relative information score
617.2138
Mean absolute error
0.2848
Mean prior absolute error
0.4853
Number of instances
1450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7634
Per class
Predictive accuracy
0.7628
Prior entropy
0.979
Recall
0.7628
Per class
Relative absolute error
0.5868
Root mean prior squared error
0.4925
Root mean squared error
0.3992
Root relative squared error
0.8105
SciMark benchmark
897.921