DEVELOPMENT... OpenML
Run
162851

Run 162851

Task 3771 (Supervised Classification) chscase_census3 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)_I20
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
0.4521
Per class
F measure
0.4563
Per class
Kappa
-0.0874
KB relative information score
-15.3463
Mean absolute error
0.516
Mean prior absolute error
0.4992
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4564
Per class
Predictive accuracy
0.46
Prior entropy
0.9989
Recall
0.46
Per class
Relative absolute error
1.0336
Root mean prior squared error
0.4996
Root mean squared error
0.5644
Root relative squared error
1.1296
SciMark benchmark
933.8635
UserCPU time millis
30
UserCPU time millis training
30