DEVELOPMENT... OpenML
Run
46901

Run 46901

Task 3800 (Supervised Classification) fri_c3_500_50 Uploaded 04-11-2014 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
0.9264
Per class
Build CPU time
123.3131
Build memory
211196912.8
F measure
0.8457
Per class
Kappa
0.6857
KB relative information score
273.9601
Mean absolute error
0.2382
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8457
Per class
Predictive accuracy
0.846
Prior entropy
0.9882
Recall
0.846
Per class
Relative absolute error
0.4844
Root mean prior squared error
0.4959
Root mean squared error
0.3275
Root relative squared error
0.6605
SciMark benchmark
941.0301