DEVELOPMENT... OpenML
Run
167582

Run 167582

Task 3687 (Supervised Classification) cal_housing 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
0.8631
Per class
F measure
0.7805
Per class
Kappa
0.541
KB relative information score
11186.2002
Mean absolute error
0.2189
Mean prior absolute error
0.4824
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.789
Per class
Predictive accuracy
0.7864
Prior entropy
0.9745
Recall
0.7864
Per class
Relative absolute error
0.4538
Root mean prior squared error
0.4911
Root mean squared error
0.42
Root relative squared error
0.8552
SciMark benchmark
941.7954
UserCPU time millis
2800
UserCPU time millis testing
690
UserCPU time millis training
2110

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