DEVELOPMENT... OpenML
Run
44024

Run 44024

Task 3599 (Supervised Classification) machine_cpu Uploaded 29-10-2014 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_ADTree(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.MultiBoostAB_ADTree(2)_C3
weka.MultiBoostAB_ADTree(2)_P100
weka.MultiBoostAB_ADTree(2)_S1
weka.MultiBoostAB_ADTree(2)_I160
weka.MultiBoostAB_ADTree(2)_Wweka.classifiers.trees.ADTree

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.

21 Evaluation measures

Area under ROC curve
0.9133
Per class
Build CPU time
0.8524
Build memory
491336146.488
F measure
0.9284
Per class
Kappa
0.8181
KB relative information score
166.4171
Mean absolute error
0.0719
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9287
Per class
Predictive accuracy
0.9282
Prior entropy
0.8417
Recall
0.9282
Per class
Relative absolute error
0.1828
Root mean prior squared error
0.4429
Root mean squared error
0.2675
Root relative squared error
0.6041
SciMark benchmark
890.4487