DEVELOPMENT... OpenML
Run
144186

Run 144186

Task 3021 (Supervised Classification) sick Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.9941
Per class
F measure
0.9877
Per class
Kappa
0.8917
KB relative information score
3166.5173
Mean absolute error
0.0128
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
0.9876
Per class
Predictive accuracy
0.9878
Prior entropy
0.3333
Recall
0.9878
Per class
Relative absolute error
0.1113
Root mean prior squared error
0.2398
Root mean squared error
0.1008
Root relative squared error
0.4203
SciMark benchmark
935.8986
UserCPU time millis
1650
UserCPU time millis testing
30
UserCPU time millis training
1620