DEVELOPMENT... OpenML
Run
110347

Run 110347

Task 3021 (Supervised Classification) sick Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(2)_I160
weka.AdaBoostM1_IBk(2)_P100
weka.AdaBoostM1_IBk(2)_S1
weka.AdaBoostM1_IBk(2)_Wweka.classifiers.lazy.IBk
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.8102
Per class
Build CPU time
3.3637
Build memory
1281171346.912
F measure
0.9609
Per class
Kappa
0.6497
KB relative information score
1991.4019
Mean absolute error
0.0382
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
0.9601
Per class
Predictive accuracy
0.9621
Prior entropy
0.3333
Recall
0.9621
Per class
Relative absolute error
0.3315
Root mean prior squared error
0.2398
Root mean squared error
0.1947
Root relative squared error
0.8118
SciMark benchmark
945.0532