DEVELOPMENT... OpenML
Run
146089

Run 146089

Task 3709 (Supervised Classification) breastTumor Uploaded 31-01-2015 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)_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.

22 Evaluation measures

Area under ROC curve
0.5151
Per class
F measure
0.5163
Per class
Kappa
0.0047
KB relative information score
1.6261
Mean absolute error
0.4791
Mean prior absolute error
0.4872
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
0.5152
Per class
Predictive accuracy
0.5175
Prior entropy
0.9815
Recall
0.5175
Per class
Relative absolute error
0.9835
Root mean prior squared error
0.4935
Root mean squared error
0.6084
Root relative squared error
1.2328
SciMark benchmark
915.2795
UserCPU time millis
70
UserCPU time millis training
70