DEVELOPMENT... OpenML
Run
136025

Run 136025

Task 3021 (Supervised Classification) sick Uploaded 29-12-2014 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)_I80
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
0.887
Per class
Build CPU time
0.6261
Build memory
807949671.8367
F measure
0.9786
Per class
Kappa
0.8098
KB relative information score
2729.7211
Mean absolute error
0.0221
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
0.9784
Per class
Predictive accuracy
0.9791
Prior entropy
0.3333
Recall
0.9791
Per class
Relative absolute error
0.1914
Root mean prior squared error
0.2398
Root mean squared error
0.1451
Root relative squared error
0.605
SciMark benchmark
925.7673