DEVELOPMENT... OpenML
Run
148143

Run 148143

Task 3708 (Supervised Classification) house_8L Uploaded 03-02-2015 by Felicia West
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Flow

weka.Dagging_DecisionStump(2)Ting, K. M., Witten, I. H.: Stacking Bagged and Dagged Models. In: Fourteenth international Conference on Machine Learning, San Francisco, CA, 367-375, 1997.
weka.Dagging_DecisionStump(2)_F10
weka.Dagging_DecisionStump(2)_S1
weka.Dagging_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
0.8539
Per class
F measure
0.807
Per class
Kappa
0.5206
KB relative information score
6568.257
Mean absolute error
0.3059
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8134
Per class
Predictive accuracy
0.818
Prior entropy
0.8764
Recall
0.818
Per class
Relative absolute error
0.734
Root mean prior squared error
0.4565
Root mean squared error
0.3691
Root relative squared error
0.8085
SciMark benchmark
901.0726
UserCPU time millis
80
UserCPU time millis testing
20
UserCPU time millis training
60