DEVELOPMENT... OpenML
Run
147918

Run 147918

Task 3020 (Supervised Classification) covertype Uploaded 03-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6747
Per class
F measure
0.6602
Per class
Kappa
0.3375
KB relative information score
87672.5435
Mean absolute error
0.4372
Mean prior absolute error
0.4997
Number of instances
581012
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6851
Per class
Predictive accuracy
0.6665
Prior entropy
0.9996
Recall
0.6665
Per class
Relative absolute error
0.875
Root mean prior squared error
0.4998
Root mean squared error
0.4669
Root relative squared error
0.934
SciMark benchmark
901.0726
UserCPU time millis
30090
UserCPU time millis testing
800
UserCPU time millis training
29290