DEVELOPMENT... OpenML
Run
59576

Run 59576

Task 18 (Supervised Classification) mfeat-morphological 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)_I10
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
0.9612
Per class
Build CPU time
114.427
Build memory
92736177.6
F measure
0.7164
Per class
Kappa
0.6856
KB relative information score
1539.7954
Mean absolute error
0.0625
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7166
Per class
Predictive accuracy
0.717
Prior entropy
3.3219
Recall
0.717
Per class
Relative absolute error
0.3471
Root mean prior squared error
0.3
Root mean squared error
0.1836
Root relative squared error
0.6121
SciMark benchmark
1212.2248