DEVELOPMENT... OpenML
Run
58410

Run 58410

Task 1786 (Supervised Classification) mfeat-zernike 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)_I40
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
0.9795
Per class
Build CPU time
610.751
Build memory
1672858168.8
F measure
0.8157
Per class
Kappa
0.7972
KB relative information score
8405.289
Mean absolute error
0.045
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8141
Per class
Predictive accuracy
0.8175
Prior entropy
3.3219
Recall
0.8175
Per class
Relative absolute error
0.2502
Root mean prior squared error
0.3
Root mean squared error
0.1484
Root relative squared error
0.4948
SciMark benchmark
742.9293