DEVELOPMENT... OpenML
Run
168638

Run 168638

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 20-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_NaiveBayes(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_NaiveBayes(2)_C3
weka.MultiBoostAB_NaiveBayes(2)_P100
weka.MultiBoostAB_NaiveBayes(2)_S1
weka.MultiBoostAB_NaiveBayes(2)_I10
weka.MultiBoostAB_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.7326
Per class
F measure
0.6875
Per class
Kappa
0.3816
KB relative information score
368.7465
Mean absolute error
0.3234
Mean prior absolute error
0.5
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
0.6988
Per class
Predictive accuracy
0.6904
Prior entropy
1
Recall
0.6904
Per class
Relative absolute error
0.6467
Root mean prior squared error
0.5
Root mean squared error
0.5185
Root relative squared error
1.0371
SciMark benchmark
931.2336
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30