DEVELOPMENT... OpenML
Run
110419

Run 110419

Task 3605 (Supervised Classification) sleep 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
0.7247
Per class
Build CPU time
0.0143
Build memory
53959777.2903
F measure
0.7097
Per class
Kappa
0.4169
KB relative information score
25.129
Mean absolute error
0.2976
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7097
Per class
Predictive accuracy
0.7097
Prior entropy
0.9972
Recall
0.7097
Per class
Relative absolute error
0.5976
Root mean prior squared error
0.499
Root mean squared error
0.5297
Root relative squared error
1.0616
SciMark benchmark
942.5053