DEVELOPMENT... OpenML
Run
59857

Run 59857

Task 3743 (Supervised Classification) fri_c2_500_25 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)_I10
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
0.936
Per class
Build CPU time
3.5312
Build memory
2590457290.4
F measure
0.8483
Per class
Kappa
0.6792
KB relative information score
305.1039
Mean absolute error
0.1934
Mean prior absolute error
0.4768
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
0.8497
Per class
Predictive accuracy
0.85
Prior entropy
0.9664
Recall
0.85
Per class
Relative absolute error
0.4057
Root mean prior squared error
0.4882
Root mean squared error
0.3109
Root relative squared error
0.6368
SciMark benchmark
938.259