DEVELOPMENT... OpenML
Run
58629

Run 58629

Task 3658 (Supervised Classification) fri_c3_250_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
0.9597
Per class
Build CPU time
2.874
Build memory
833629896.8
F measure
0.9041
Per class
Kappa
0.807
KB relative information score
165.3471
Mean absolute error
0.1839
Mean prior absolute error
0.4968
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
0.9042
Per class
Predictive accuracy
0.904
Prior entropy
0.9955
Recall
0.904
Per class
Relative absolute error
0.3701
Root mean prior squared error
0.4984
Root mean squared error
0.2795
Root relative squared error
0.5608
SciMark benchmark
1035.3076