DEVELOPMENT... OpenML
Run
147007

Run 147007

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 01-02-2015 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)_I20
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
0.6882
Per class
F measure
0.5034
Per class
Kappa
0.3067
KB relative information score
99.6024
Mean absolute error
0.346
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4963
Per class
Predictive accuracy
0.5313
Prior entropy
1.8507
Recall
0.5313
Per class
Relative absolute error
0.9846
Root mean prior squared error
0.4191
Root mean squared error
0.407
Root relative squared error
0.9711
SciMark benchmark
941.7954
UserCPU time millis
40
UserCPU time millis training
40