DEVELOPMENT... OpenML
Run
59776

Run 59776

Task 3917 (Supervised Classification) kc1 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
0.8046
Per class
Build CPU time
23.2474
Build memory
1164025428.1271
F measure
0.8406
Per class
Kappa
0.3447
KB relative information score
264.1594
Mean absolute error
0.1874
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8353
Per class
Predictive accuracy
0.8549
Prior entropy
0.622
Recall
0.8549
Per class
Relative absolute error
0.7163
Root mean prior squared error
0.3615
Root mean squared error
0.3254
Root relative squared error
0.9001
SciMark benchmark
902.3233