DEVELOPMENT... OpenML
Run
162786

Run 162786

Task 3706 (Supervised Classification) stock 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
0.9714
Per class
F measure
0.9284
Per class
Kappa
0.8567
KB relative information score
742.0713
Mean absolute error
0.1152
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9285
Per class
Predictive accuracy
0.9284
Prior entropy
0.9995
Recall
0.9284
Per class
Relative absolute error
0.2306
Root mean prior squared error
0.4998
Root mean squared error
0.254
Root relative squared error
0.5083
SciMark benchmark
922.9039
UserCPU time millis
80
UserCPU time millis testing
10
UserCPU time millis training
70