DEVELOPMENT... OpenML
Run
46220

Run 46220

Task 4615 (Supervised Classification) ar3 Uploaded 30-10-2014 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
0.7445
Per class
Build CPU time
4.7569
Build memory
442860296.8889
F measure
0.8902
Per class
Kappa
0.4663
KB relative information score
18.0145
Mean absolute error
0.1901
Mean prior absolute error
0.2303
Number of instances
630
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8883
Per class
Predictive accuracy
0.9
Prior entropy
0.5802
Recall
0.9
Per class
Relative absolute error
0.8257
Root mean prior squared error
0.3332
Root mean squared error
0.2869
Root relative squared error
0.8612
SciMark benchmark
942.5482