DEVELOPMENT... OpenML
Run
164548

Run 164548

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 17-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I80
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.9038
Per class
F measure
0.8425
Per class
Kappa
0.6875
KB relative information score
66556.4599
Mean absolute error
0.1639
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
0.8551
Per class
Predictive accuracy
0.8437
Prior entropy
1
Recall
0.8437
Per class
Relative absolute error
0.3278
Root mean prior squared error
0.5
Root mean squared error
0.3667
Root relative squared error
0.7334
SciMark benchmark
922.9039
UserCPU time millis
1398820
UserCPU time millis testing
1000
UserCPU time millis training
1397820