DEVELOPMENT... OpenML
Run
146330

Run 146330

Task 13 (Supervised Classification) breast-cancer Uploaded 01-02-2015 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)_I80
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.

22 Evaluation measures

Area under ROC curve
0.6561
Per class
F measure
0.6793
Per class
Kappa
0.2202
KB relative information score
58.198
Mean absolute error
0.3106
Mean prior absolute error
0.4183
Number of instances
286
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.675
Per class
Predictive accuracy
0.6853
Prior entropy
0.8796
Recall
0.6853
Per class
Relative absolute error
0.7424
Root mean prior squared error
0.457
Root mean squared error
0.5151
Root relative squared error
1.127
SciMark benchmark
915.2795
UserCPU time millis
50
UserCPU time millis training
50