DEVELOPMENT... OpenML
Run
59807

Run 59807

Task 3696 (Supervised Classification) autoMpg 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)_I10
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
0.9791
Per class
Build CPU time
2.9518
Build memory
2522290285.6281
F measure
0.9297
Per class
Kappa
0.859
KB relative information score
317.4803
Mean absolute error
0.1063
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9297
Per class
Predictive accuracy
0.9296
Prior entropy
0.9982
Recall
0.9296
Per class
Relative absolute error
0.2131
Root mean prior squared error
0.4994
Root mean squared error
0.2402
Root relative squared error
0.481
SciMark benchmark
938.259