Run
267500

Run 267500

Task 243 (Supervised Classification) breast-cancer Uploaded 06-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.KernelLogisticRegression_PolyKernel(3)Weka implementation of KernelLogisticRegression
weka.PolyKernel(8)_E1.0
weka.PolyKernel(8)_C250007
weka.KernelLogisticRegression_PolyKernel(3)_S1
weka.KernelLogisticRegression_PolyKernel(3)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.KernelLogisticRegression_PolyKernel(3)_L0.01
weka.KernelLogisticRegression_PolyKernel(3)_P1
weka.KernelLogisticRegression_PolyKernel(3)_E1

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
0.5645
Per class
Cross-validation details (33% Holdout set)
F measure
0.5828
Per class
Cross-validation details (33% Holdout set)
Kappa
0.0486
Cross-validation details (33% Holdout set)
KB relative information score
6.795
Cross-validation details (33% Holdout set)
Mean absolute error
0.3909
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4357
Cross-validation details (33% Holdout set)
Number of instances
94
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5787
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6277
Cross-validation details (33% Holdout set)
Prior entropy
0.8796
Cross-validation details (33% Holdout set)
Recall
0.6277
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.8972
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4757
Cross-validation details (33% Holdout set)
Root mean squared error
0.5301
Cross-validation details (33% Holdout set)
Root relative squared error
1.1145
Cross-validation details (33% Holdout set)
SciMark benchmark
944.0517
UserCPU time millis
100
Cross-validation details (33% Holdout set)
UserCPU time millis testing
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
80
Cross-validation details (33% Holdout set)