DEVELOPMENT... OpenML
Run
59595

Run 59595

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.9548
Per class
Build CPU time
0.7736
Build memory
2119880160.8
F measure
0.8922
Per class
Kappa
0.7811
KB relative information score
169.7348
Mean absolute error
0.1668
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8926
Per class
Predictive accuracy
0.892
Prior entropy
0.9883
Recall
0.892
Per class
Relative absolute error
0.3391
Root mean prior squared error
0.4959
Root mean squared error
0.2878
Root relative squared error
0.5804
SciMark benchmark
902.3233