DEVELOPMENT... OpenML
Run
168718

Run 168718

Task 3687 (Supervised Classification) cal_housing 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
0.8211
Per class
F measure
0.751
Per class
Kappa
0.48
KB relative information score
10177.6875
Mean absolute error
0.2417
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
0.7685
Per class
Predictive accuracy
0.7616
Prior entropy
0.9745
Recall
0.7616
Per class
Relative absolute error
0.501
Root mean prior squared error
0.4911
Root mean squared error
0.4435
Root relative squared error
0.9031
SciMark benchmark
931.2336
UserCPU time millis
2020
UserCPU time millis testing
570
UserCPU time millis training
1450