DEVELOPMENT... OpenML
Run
59599

Run 59599

Task 1819 (Supervised Classification) vote 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
0.985
Per class
Build CPU time
1.0731
Build memory
2266357147.2662
F measure
0.9537
Per class
Kappa
0.9026
KB relative information score
1847.9919
Mean absolute error
0.0779
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9541
Per class
Predictive accuracy
0.9536
Prior entropy
0.9627
Recall
0.9536
Per class
Relative absolute error
0.1643
Root mean prior squared error
0.4869
Root mean squared error
0.1897
Root relative squared error
0.3897
SciMark benchmark
902.3233