DEVELOPMENT... OpenML
Run
46350

Run 46350

Task 283 (Supervised Classification) vehicle Uploaded 31-10-2014 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
0.9621
Per class
Build CPU time
408.661
Build memory
914266080
F measure
0.815
Per class
Kappa
0.7562
KB relative information score
209.1096
Mean absolute error
0.1184
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.818
Per class
Predictive accuracy
0.8172
Prior entropy
1.9991
Recall
0.8172
Per class
Relative absolute error
0.316
Root mean prior squared error
0.4328
Root mean squared error
0.2375
Root relative squared error
0.5488
SciMark benchmark
944.5683