DEVELOPMENT... OpenML
Run
165774

Run 165774

Task 2072 (Supervised Classification) covertype Uploaded 17-02-2015 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
0.754
Per class
F measure
0.6217
Per class
Kappa
0.4308
KB relative information score
2108.3228
Mean absolute error
0.2236
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6233
Per class
Predictive accuracy
0.6251
Prior entropy
1.8698
Recall
0.6251
Per class
Relative absolute error
1.207
Root mean prior squared error
0.3044
Root mean squared error
0.3222
Root relative squared error
1.0585
SciMark benchmark
940.2922
UserCPU time millis
72150
UserCPU time millis testing
21830
UserCPU time millis training
50320