DEVELOPMENT... OpenML
Run
55359

Run 55359

Task 3722 (Supervised Classification) hungarian Uploaded 10-11-2014 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)_I80
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
0.8968
Per class
Build CPU time
14.6932
Build memory
279940531.9728
F measure
0.8046
Per class
Kappa
0.5734
KB relative information score
151.5899
Mean absolute error
0.2251
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.804
Per class
Predictive accuracy
0.8061
Prior entropy
0.9439
Recall
0.8061
Per class
Relative absolute error
0.4878
Root mean prior squared error
0.4802
Root mean squared error
0.3514
Root relative squared error
0.7318
SciMark benchmark
934.3289