DEVELOPMENT... OpenML
Run
55776

Run 55776

Task 1773 (Supervised Classification) autos Uploaded 12-11-2014 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
0.9007
Per class
Build CPU time
33.7208
Build memory
738854034.841
F measure
0.684
Per class
Kappa
0.5911
KB relative information score
594.1336
Mean absolute error
0.1162
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6832
Per class
Predictive accuracy
0.6868
Prior entropy
2.3268
Recall
0.6868
Per class
Relative absolute error
0.5261
Root mean prior squared error
0.3318
Root mean squared error
0.2455
Root relative squared error
0.7401
SciMark benchmark
941.4059