DEVELOPMENT... OpenML
Run
162568

Run 162568

Task 3492 (Supervised Classification) monks-problems-1 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
0.7369
Per class
F measure
0.729
Per class
Kappa
0.4928
KB relative information score
246.9204
Mean absolute error
0.2851
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8317
Per class
Predictive accuracy
0.7464
Prior entropy
1
Recall
0.7464
Per class
Relative absolute error
0.5703
Root mean prior squared error
0.5
Root mean squared error
0.4488
Root relative squared error
0.8976
SciMark benchmark
938.2848
UserCPU time millis
10
UserCPU time millis training
10