DEVELOPMENT... OpenML
Run
167760

Run 167760

Task 3786 (Supervised Classification) visualizing_soil 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
0.9998
Per class
F measure
0.9874
Per class
Kappa
0.9745
KB relative information score
8411.7795
Mean absolute error
0.0134
Mean prior absolute error
0.495
Number of instances
8641
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9877
Per class
Predictive accuracy
0.9874
Prior entropy
0.9928
Recall
0.9874
Per class
Relative absolute error
0.027
Root mean prior squared error
0.4975
Root mean squared error
0.0951
Root relative squared error
0.1911
SciMark benchmark
941.7954
UserCPU time millis
1980
UserCPU time millis testing
530
UserCPU time millis training
1450