DEVELOPMENT... OpenML
Run
46363

Run 46363

Task 3613 (Supervised Classification) servo Uploaded 01-11-2014 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)_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
0.9902
Per class
Build CPU time
9.6648
Build memory
1616194909.3653
F measure
0.9525
Per class
Kappa
0.8662
KB relative information score
128.7856
Mean absolute error
0.0779
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9533
Per class
Predictive accuracy
0.9521
Prior entropy
0.7794
Recall
0.9521
Per class
Relative absolute error
0.2205
Root mean prior squared error
0.4193
Root mean squared error
0.1841
Root relative squared error
0.439
SciMark benchmark
943.8925