DEVELOPMENT... OpenML
Run
168303

Run 168303

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)_I20
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
0.8438
Per class
F measure
0.7545
Per class
Kappa
0.4874
KB relative information score
10460.8858
Mean absolute error
0.2344
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
0.7713
Per class
Predictive accuracy
0.7646
Prior entropy
0.9745
Recall
0.7646
Per class
Relative absolute error
0.4859
Root mean prior squared error
0.4911
Root mean squared error
0.4452
Root relative squared error
0.9065
SciMark benchmark
945.6434
UserCPU time millis
4270
UserCPU time millis testing
1130
UserCPU time millis training
3140