DEVELOPMENT... OpenML
Run
58841

Run 58841

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.948
Per class
Build CPU time
7.7224
Build memory
721473187.2
F measure
0.9053
Per class
Kappa
0.8032
KB relative information score
331.6322
Mean absolute error
0.1779
Mean prior absolute error
0.4839
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
0.9068
Per class
Predictive accuracy
0.906
Prior entropy
0.9767
Recall
0.906
Per class
Relative absolute error
0.3676
Root mean prior squared error
0.4918
Root mean squared error
0.2847
Root relative squared error
0.5788
SciMark benchmark
939.0518

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