DEVELOPMENT... OpenML
Run
27943

Run 27943

Task 3495 (Supervised Classification) SPECT Uploaded 09-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.7823
Per class
Build CPU time
0.0306
Build memory
2995385525.5131
F measure
0.8306
Per class
Kappa
0.4605
KB relative information score
57.3236
Mean absolute error
0.2394
Mean prior absolute error
0.3284
Number of instances
267
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8276
Per class
Predictive accuracy
0.839
Prior entropy
0.738
Recall
0.839
Per class
Relative absolute error
0.7291
Root mean prior squared error
0.4044
Root mean squared error
0.353
Root relative squared error
0.8727
SciMark benchmark
915.8235