DEVELOPMENT... OpenML
Run
57934

Run 57934

Task 3696 (Supervised Classification) autoMpg Uploaded 14-11-2014 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)_I40
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
0.9777
Per class
Build CPU time
10.537
Build memory
1910339079.4774
F measure
0.9322
Per class
Kappa
0.8641
KB relative information score
319.3509
Mean absolute error
0.1045
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
0.9323
Per class
Predictive accuracy
0.9322
Prior entropy
0.9982
Recall
0.9322
Per class
Relative absolute error
0.2096
Root mean prior squared error
0.4994
Root mean squared error
0.2368
Root relative squared error
0.4741
SciMark benchmark
943.992