DEVELOPMENT... OpenML
Run
58617

Run 58617

Task 3654 (Supervised Classification) fri_c1_100_10 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)_I20
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
0.8687
Per class
Build CPU time
0.9123
Build memory
358137132.8
F measure
0.7596
Per class
Kappa
0.5171
KB relative information score
41.7928
Mean absolute error
0.3025
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7598
Per class
Predictive accuracy
0.76
Prior entropy
0.9975
Recall
0.76
Per class
Relative absolute error
0.6072
Root mean prior squared error
0.4991
Root mean squared error
0.3834
Root relative squared error
0.7682
SciMark benchmark
876.9475