DEVELOPMENT... OpenML
Run
165445

Run 165445

Task 3903 (Supervised Classification) pc3 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)_I160
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
0.8101
Per class
F measure
0.8489
Per class
Kappa
-0.0013
KB relative information score
380.2375
Mean absolute error
0.1049
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8057
Per class
Predictive accuracy
0.897
Prior entropy
0.478
Recall
0.897
Per class
Relative absolute error
0.5693
Root mean prior squared error
0.3031
Root mean squared error
0.3154
Root relative squared error
1.0404
SciMark benchmark
936.7115
UserCPU time millis
2080
UserCPU time millis testing
10
UserCPU time millis training
2070