DEVELOPMENT... OpenML
Run
146285

Run 146285

Task 3938 (Supervised Classification) lymphoma_2classes 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)_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
0.7905
Per class
F measure
0.7744
Per class
Kappa
0.558
KB relative information score
24.6031
Mean absolute error
0.228
Mean prior absolute error
0.4998
Number of instances
45
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8002
Per class
Predictive accuracy
0.7778
Prior entropy
0.9997
Recall
0.7778
Per class
Relative absolute error
0.4561
Root mean prior squared error
0.4999
Root mean squared error
0.4652
Root relative squared error
0.9306
SciMark benchmark
938.2848
UserCPU time millis
17370
UserCPU time millis testing
10
UserCPU time millis training
17360