DEVELOPMENT... OpenML
Run
168157

Run 168157

Task 3492 (Supervised Classification) monks-problems-1 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
0.7115
Per class
F measure
0.7109
Per class
Kappa
0.446
KB relative information score
227.4146
Mean absolute error
0.3004
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7681
Per class
Predictive accuracy
0.723
Prior entropy
1
Recall
0.723
Per class
Relative absolute error
0.6008
Root mean prior squared error
0.5
Root mean squared error
0.4742
Root relative squared error
0.9483
SciMark benchmark
945.7621
UserCPU time millis
30
UserCPU time millis training
30