DEVELOPMENT... OpenML
Run
134224

Run 134224

Task 3021 (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
0.9013
Per class
Build CPU time
0.1172
Build memory
1071510605.3107
F measure
0.9778
Per class
Kappa
0.8021
KB relative information score
2699.0084
Mean absolute error
0.0228
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9775
Per class
Predictive accuracy
0.9783
Prior entropy
0.3333
Recall
0.9783
Per class
Relative absolute error
0.1983
Root mean prior squared error
0.2398
Root mean squared error
0.1474
Root relative squared error
0.6146
SciMark benchmark
939.084