DEVELOPMENT... OpenML
Run
164234

Run 164234

Task 3688 (Supervised Classification) houses 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
0.9957
Per class
F measure
0.9763
Per class
Kappa
0.9516
KB relative information score
19578.1016
Mean absolute error
0.0253
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9763
Per class
Predictive accuracy
0.9763
Prior entropy
0.9866
Recall
0.9763
Per class
Relative absolute error
0.0516
Root mean prior squared error
0.4953
Root mean squared error
0.147
Root relative squared error
0.2967
SciMark benchmark
936.7115
UserCPU time millis
5680
UserCPU time millis testing
70
UserCPU time millis training
5610