DEVELOPMENT... OpenML
Run
162943

Run 162943

Task 3862 (Supervised Classification) audiology 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)_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
0.9856
Per class
F measure
0.9192
Per class
Kappa
0.7972
KB relative information score
167.4257
Mean absolute error
0.0828
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9337
Per class
Predictive accuracy
0.9159
Prior entropy
0.8182
Recall
0.9159
Per class
Relative absolute error
0.2188
Root mean prior squared error
0.4343
Root mean squared error
0.2339
Root relative squared error
0.5387
SciMark benchmark
936.6206
UserCPU time millis
20
UserCPU time millis training
20