DEVELOPMENT... OpenML
Run
134226

Run 134226

Task 3043 (Supervised Classification) sick Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I10
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9265
Per class
Build CPU time
0.015
Build memory
377914808
F measure
0.9838
Per class
Kappa
0.8679
KB relative information score
1063.6618
Mean absolute error
0.0159
Mean prior absolute error
0.1193
Number of instances
1244
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9838
Per class
Predictive accuracy
0.9839
Prior entropy
0.3333
Recall
0.9839
Per class
Relative absolute error
0.133
Root mean prior squared error
0.2482
Root mean squared error
0.125
Root relative squared error
0.5038
SciMark benchmark
939.084

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