DEVELOPMENT... OpenML
Run
59747

Run 59747

Task 3911 (Supervised Classification) ar4 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
0.7845
Per class
Build CPU time
0.5133
Build memory
1902975737.8692
F measure
0.8122
Per class
Kappa
0.3536
KB relative information score
13.0893
Mean absolute error
0.2336
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8067
Per class
Predictive accuracy
0.8224
Prior entropy
0.707
Recall
0.8224
Per class
Relative absolute error
0.7597
Root mean prior squared error
0.3899
Root mean squared error
0.3618
Root relative squared error
0.9279
SciMark benchmark
876.9475