DEVELOPMENT... OpenML
Run
163810

Run 163810

Task 7287 (Supervised Classification) adult Uploaded 16-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.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
0.869
Per class
Average cost
0.0867
F measure
0.8091
Per class
Kappa
0.4442
KB relative information score
21741.9321
Mean absolute error
0.1834
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8163
Per class
Predictive accuracy
0.8267
Prior entropy
0.7939
Recall
0.8267
Per class
Relative absolute error
0.5039
Root mean prior squared error
0.4266
Root mean squared error
0.3938
Root relative squared error
0.923
SciMark benchmark
923.7642
Total cost
4232.5
UserCPU time millis
8000
UserCPU time millis testing
120
UserCPU time millis training
7880