DEVELOPMENT... OpenML
Run
167408

Run 167408

Task 3507 (Supervised Classification) vehicle_sensIT 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
0.8128
Per class
F measure
0.8017
Per class
Kappa
0.6112
KB relative information score
43054.7057
Mean absolute error
0.304
Mean prior absolute error
0.5
Number of instances
98528
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8316
Per class
Predictive accuracy
0.8056
Prior entropy
1
Recall
0.8056
Per class
Relative absolute error
0.608
Root mean prior squared error
0.5
Root mean squared error
0.3955
Root relative squared error
0.791
SciMark benchmark
941.7954
UserCPU time millis
118170
UserCPU time millis testing
18160
UserCPU time millis training
100010