DEVELOPMENT... OpenML
Run
30705

Run 30705

Task 1890 (Supervised Classification) lymph Uploaded 13-10-2014 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)_I80
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
0.9128
Per class
Build CPU time
0.0709
Build memory
859918950.173
F measure
0.8032
Per class
Kappa
0.6309
KB relative information score
809.7011
Mean absolute error
0.1326
Mean prior absolute error
0.2677
Number of instances
1480
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8001
Per class
Predictive accuracy
0.8068
Prior entropy
1.2818
Recall
0.8068
Per class
Relative absolute error
0.4953
Root mean prior squared error
0.3639
Root mean squared error
0.2587
Root relative squared error
0.7109
SciMark benchmark
942.8805