DEVELOPMENT... OpenML
Run
167905

Run 167905

Task 3020 (Supervised Classification) covertype 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
0.7924
Per class
F measure
0.7324
Per class
Kappa
0.4659
KB relative information score
225194.6779
Mean absolute error
0.3141
Mean prior absolute error
0.4997
Number of instances
581012
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7347
Per class
Predictive accuracy
0.7326
Prior entropy
0.9996
Recall
0.7326
Per class
Relative absolute error
0.6287
Root mean prior squared error
0.4998
Root mean squared error
0.4423
Root relative squared error
0.8848
SciMark benchmark
911.0478
UserCPU time millis
2026740
UserCPU time millis testing
491440
UserCPU time millis training
1535300

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