DEVELOPMENT... OpenML
Run
167628

Run 167628

Task 3708 (Supervised Classification) house_8L 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
0.8399
Per class
F measure
0.8294
Per class
Kappa
0.5757
KB relative information score
11208.7619
Mean absolute error
0.2104
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8397
Per class
Predictive accuracy
0.8398
Prior entropy
0.8764
Recall
0.8398
Per class
Relative absolute error
0.5048
Root mean prior squared error
0.4565
Root mean squared error
0.3581
Root relative squared error
0.7845
SciMark benchmark
941.7954
UserCPU time millis
2860
UserCPU time millis testing
670
UserCPU time millis training
2190