DEVELOPMENT... OpenML
Run
58506

Run 58506

Task 3620 (Supervised Classification) fri_c0_100_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)_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
0.9046
Per class
Build CPU time
0.7705
Build memory
192604272
F measure
0.8301
Per class
Kappa
0.6584
KB relative information score
50.8489
Mean absolute error
0.2604
Mean prior absolute error
0.4969
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
0.8304
Per class
Predictive accuracy
0.83
Prior entropy
0.9956
Recall
0.83
Per class
Relative absolute error
0.5241
Root mean prior squared error
0.4984
Root mean squared error
0.3481
Root relative squared error
0.6983
SciMark benchmark
1228.4184