DEVELOPMENT... OpenML
Run
166060

Run 166060

Task 3708 (Supervised Classification) house_8L Uploaded 18-02-2015 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)_I160
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
0.8471
Per class
F measure
0.8314
Per class
Kappa
0.5812
KB relative information score
10895.9265
Mean absolute error
0.2177
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
0.84
Per class
Predictive accuracy
0.8409
Prior entropy
0.8764
Recall
0.8409
Per class
Relative absolute error
0.5223
Root mean prior squared error
0.4565
Root mean squared error
0.3546
Root relative squared error
0.7767
SciMark benchmark
894.7455
UserCPU time millis
2900
UserCPU time millis testing
670
UserCPU time millis training
2230