DEVELOPMENT... OpenML
Run
110871

Run 110871

Task 2065 (Supervised Classification) primary-tumor Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
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
0.7221
Per class
Build CPU time
0.0582
Build memory
589364294.5605
F measure
0.3864
Per class
Kappa
0.348
KB relative information score
15.7165
Mean absolute error
0.0853
Mean prior absolute error
0.0812
Number of instances
339
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3625
Per class
Predictive accuracy
0.4336
Prior entropy
3.7542
Recall
0.4336
Per class
Relative absolute error
1.0503
Root mean prior squared error
0.2011
Root mean squared error
0.2049
Root relative squared error
1.0189
SciMark benchmark
945.0532