DEVELOPMENT... OpenML
Run
132426

Run 132426

Task 3021 (Supervised Classification) sick Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9973
Per class
Build CPU time
0.8118
Build memory
1493501256.3415
F measure
0.9834
Per class
Kappa
0.8501
KB relative information score
2518.4635
Mean absolute error
0.0327
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9837
Per class
Predictive accuracy
0.9841
Prior entropy
0.3333
Recall
0.9841
Per class
Relative absolute error
0.2835
Root mean prior squared error
0.2398
Root mean squared error
0.1093
Root relative squared error
0.456
SciMark benchmark
872.1114