DEVELOPMENT... OpenML
Run
58656

Run 58656

Task 58 (Supervised Classification) waveform-5000 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
0.9655
Per class
Build CPU time
721.1974
Build memory
97558436.8
F measure
0.8491
Per class
Kappa
0.7741
KB relative information score
3677.8541
Mean absolute error
0.141
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8495
Per class
Predictive accuracy
0.8494
Prior entropy
1.5849
Recall
0.8494
Per class
Relative absolute error
0.3173
Root mean prior squared error
0.4714
Root mean squared error
0.2645
Root relative squared error
0.5611
SciMark benchmark
1212.2248