DEVELOPMENT... OpenML
Run
59871

Run 59871

Task 3495 (Supervised Classification) SPECT 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
0.7969
Per class
Build CPU time
1.5947
Build memory
772030074.1573
F measure
0.8335
Per class
Kappa
0.4759
KB relative information score
60.4109
Mean absolute error
0.2277
Mean prior absolute error
0.3284
Number of instances
267
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8305
Per class
Predictive accuracy
0.839
Prior entropy
0.738
Recall
0.839
Per class
Relative absolute error
0.6935
Root mean prior squared error
0.4044
Root mean squared error
0.3587
Root relative squared error
0.8869
SciMark benchmark
821.7292