DEVELOPMENT... OpenML
Run
46777

Run 46777

Task 3781 (Supervised Classification) fri_c4_250_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
0.8771
Per class
Build CPU time
53.5289
Build memory
146367551.2
F measure
0.8036
Per class
Kappa
0.6042
KB relative information score
106.3682
Mean absolute error
0.3019
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8039
Per class
Predictive accuracy
0.804
Prior entropy
0.9955
Recall
0.804
Per class
Relative absolute error
0.6077
Root mean prior squared error
0.4984
Root mean squared error
0.3775
Root relative squared error
0.7573
SciMark benchmark
942.0655