DEVELOPMENT... OpenML
Run
110444

Run 110444

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 09-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.827
Per class
Build CPU time
0.0246
Build memory
184685078.4505
F measure
0.9321
Per class
Kappa
0.6982
KB relative information score
277.5942
Mean absolute error
0.0743
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9315
Per class
Predictive accuracy
0.9347
Prior entropy
0.5744
Recall
0.9347
Per class
Relative absolute error
0.3172
Root mean prior squared error
0.3414
Root mean squared error
0.2581
Root relative squared error
0.7559
SciMark benchmark
890.3066