DEVELOPMENT... OpenML
Run
145889

Run 145889

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

weka.AdaBoostM1_J48(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_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.953
Per class
F measure
0.9903
Per class
Kappa
0.9149
KB relative information score
3324.7071
Mean absolute error
0.0095
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
0.9903
Per class
Predictive accuracy
0.9905
Prior entropy
0.3333
Recall
0.9905
Per class
Relative absolute error
0.082
Root mean prior squared error
0.2398
Root mean squared error
0.0969
Root relative squared error
0.404
SciMark benchmark
947.0793
UserCPU time millis
21620
UserCPU time millis testing
560
UserCPU time millis training
21060