DEVELOPMENT... OpenML
Run
163706

Run 163706

Task 3903 (Supervised Classification) pc3 Uploaded 16-02-2015 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)_I40
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
0.8113
Per class
F measure
0.8492
Per class
KB relative information score
390.0406
Mean absolute error
0.1046
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
0.8976
Prior entropy
0.478
Recall
0.8976
Per class
Relative absolute error
0.5677
Root mean prior squared error
0.3031
Root mean squared error
0.3167
Root relative squared error
1.0448
SciMark benchmark
936.6206
UserCPU time millis
480
UserCPU time millis training
480