DEVELOPMENT... OpenML
Run
167468

Run 167468

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 19-02-2015 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)_I40
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
0.6252
Per class
F measure
0.3687
Per class
Kappa
0.1638
KB relative information score
124.8402
Mean absolute error
0.3271
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
0.31
Per class
Predictive accuracy
0.4609
Prior entropy
1.8507
Recall
0.4609
Per class
Relative absolute error
0.9306
Root mean prior squared error
0.4191
Root mean squared error
0.4096
Root relative squared error
0.9772
SciMark benchmark
941.7954
UserCPU time millis
10
UserCPU time millis training
10