DEVELOPMENT... OpenML
Run
163687

Run 163687

Task 2264 (Supervised Classification) BNG(hepatitis) 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)_I40
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
0.9241
Per class
F measure
0.8781
Per class
Kappa
0.6198
KB relative information score
570281.7845
Mean absolute error
0.1227
Mean prior absolute error
0.3293
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8769
Per class
Predictive accuracy
0.8818
Prior entropy
0.7373
Recall
0.8818
Per class
Relative absolute error
0.3726
Root mean prior squared error
0.4057
Root mean squared error
0.3216
Root relative squared error
0.7925
SciMark benchmark
876.8277
UserCPU time millis
497780
UserCPU time millis testing
2710
UserCPU time millis training
495070